Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 740774 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 107.4 MiB |
| Average record size in memory | 152.0 B |
Variable types
| DateTime | 2 |
|---|---|
| Numeric | 16 |
| Categorical | 1 |
C_SIZE has a high cardinality: 193090 distinct values | High cardinality |
UNDERLYING_LAST is highly overall correlated with STRIKE | High correlation |
DTE is highly overall correlated with C_VEGA and 1 other fields | High correlation |
C_DELTA is highly overall correlated with C_LAST and 3 other fields | High correlation |
C_GAMMA is highly overall correlated with C_IV and 5 other fields | High correlation |
C_VEGA is highly overall correlated with DTE and 1 other fields | High correlation |
C_THETA is highly overall correlated with STRIKE_DISTANCE_PCT | High correlation |
C_RHO is highly overall correlated with DTE and 4 other fields | High correlation |
C_IV is highly overall correlated with C_GAMMA and 3 other fields | High correlation |
C_LAST is highly overall correlated with C_DELTA and 5 other fields | High correlation |
C_BID is highly overall correlated with C_DELTA and 5 other fields | High correlation |
C_ASK is highly overall correlated with C_DELTA and 5 other fields | High correlation |
STRIKE is highly overall correlated with UNDERLYING_LAST and 1 other fields | High correlation |
STRIKE_DISTANCE is highly overall correlated with C_GAMMA and 1 other fields | High correlation |
STRIKE_DISTANCE_PCT is highly overall correlated with C_GAMMA and 2 other fields | High correlation |
C_GAMMA is highly skewed (γ1 = 72.98957532) | Skewed |
C_VEGA is highly skewed (γ1 = -276.0944803) | Skewed |
C_IV is highly skewed (γ1 = 25.82166229) | Skewed |
C_VOLUME is highly skewed (γ1 = 35.21903634) | Skewed |
C_GAMMA has 8633 (1.2%) zeros | Zeros |
C_BID has 14468 (2.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-07 23:50:12.021608 |
|---|---|
| Analysis finished | 2023-10-07 23:52:28.161938 |
| Duration | 2 minutes and 16.14 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
QUOTE_DATE
Date
| Distinct | 1884 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.7 MiB |
| Minimum | 2016-01-04 00:00:00 |
|---|---|
| Maximum | 2023-06-30 00:00:00 |
UNDERLYING_LAST
Real number (ℝ)
| Distinct | 1767 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 183.88008 |
| Minimum | 90.34 |
|---|---|
| Maximum | 506.19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | 90.34 |
|---|---|
| 5-th percentile | 109.1 |
| Q1 | 133.49 |
| median | 156.49 |
| Q3 | 203.78 |
| 95-th percentile | 353.63 |
| Maximum | 506.19 |
| Range | 415.85 |
| Interquartile range (IQR) | 70.29 |
Descriptive statistics
| Standard deviation | 78.132088 |
|---|---|
| Coefficient of variation (CV) | 0.42490783 |
| Kurtosis | 2.8848006 |
| Mean | 183.88008 |
| Median Absolute Deviation (MAD) | 28.9 |
| Skewness | 1.7307023 |
| Sum | 1.3621358 × 108 |
| Variance | 6104.6231 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 150 | 1715 | 0.2% |
| 142.57 | 1642 | 0.2% |
| 154.53 | 1565 | 0.2% |
| 116.55 | 1530 | 0.2% |
| 142.53 | 1467 | 0.2% |
| 131.74 | 1454 | 0.2% |
| 115.05 | 1381 | 0.2% |
| 121.39 | 1305 | 0.2% |
| 125.9 | 1279 | 0.2% |
| 145.38 | 1208 | 0.2% |
| Other values (1757) | 726228 |
| Value | Count | Frequency (%) |
| 90.34 | 251 | |
| 90.52 | 254 | |
| 92.04 | 192 | |
| 92.51 | 219 | |
| 92.72 | 288 | |
| 92.82 | 262 | |
| 93.24 | 289 | |
| 93.34 | 191 | |
| 93.42 | 252 | |
| 93.43 | 219 |
| Value | Count | Frequency (%) |
| 506.19 | 770 | |
| 503.68 | 611 | |
| 500.04 | 952 | |
| 499.3 | 865 | |
| 499.23 | 800 | |
| 497.48 | 934 | |
| 473.1 | 913 | |
| 462.82 | 918 | |
| 462.08 | 849 | |
| 460.03 | 937 |
EXPIRE_DATE
Date
| Distinct | 412 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.7 MiB |
| Minimum | 2016-01-08 00:00:00 |
|---|---|
| Maximum | 2025-12-19 00:00:00 |
EXPIRE_UNIX
Real number (ℝ)
| Distinct | 412 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6113192 × 109 |
| Minimum | 1.4522868 × 109 |
|---|---|
| Maximum | 1.766178 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | 1.4522868 × 109 |
|---|---|
| 5-th percentile | 1.4873652 × 109 |
| Q1 | 1.5750612 × 109 |
| median | 1.6179984 × 109 |
| Q3 | 1.6579152 × 109 |
| 95-th percentile | 1.702674 × 109 |
| Maximum | 1.766178 × 109 |
| Range | 3.138912 × 108 |
| Interquartile range (IQR) | 82854000 |
Descriptive statistics
| Standard deviation | 63190040 |
|---|---|
| Coefficient of variation (CV) | 0.039216338 |
| Kurtosis | -0.28615525 |
| Mean | 1.6113192 × 109 |
| Median Absolute Deviation (MAD) | 41126400 |
| Skewness | -0.44718903 |
| Sum | 1.1936234 × 1015 |
| Variance | 3.9929811 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1642798800 | 31898 | 4.3% |
| 1655496000 | 29082 | 3.9% |
| 1610744400 | 25497 | 3.4% |
| 1624046400 | 25287 | 3.4% |
| 1663358400 | 24121 | 3.3% |
| 1631908800 | 20232 | 2.7% |
| 1674248400 | 18690 | 2.5% |
| 1592596800 | 18173 | 2.5% |
| 1579294800 | 17044 | 2.3% |
| 1686945600 | 14865 | 2.0% |
| Other values (402) | 515885 |
| Value | Count | Frequency (%) |
| 1452286800 | 35 | < 0.1% |
| 1452891600 | 333 | < 0.1% |
| 1453496400 | 153 | < 0.1% |
| 1454101200 | 338 | < 0.1% |
| 1454706000 | 596 | |
| 1455310800 | 733 | |
| 1455915600 | 618 | |
| 1456520400 | 956 | |
| 1457125200 | 636 | |
| 1457730000 | 537 |
| Value | Count | Frequency (%) |
| 1766178000 | 2068 | 0.3% |
| 1750449600 | 1814 | 0.2% |
| 1737147600 | 5422 | 0.7% |
| 1734728400 | 716 | 0.1% |
| 1726862400 | 1096 | 0.1% |
| 1719000000 | 8355 | |
| 1710532800 | 2801 | 0.4% |
| 1705698000 | 14713 | |
| 1702674000 | 2199 | 0.3% |
| 1700254800 | 819 | 0.1% |
DTE
Real number (ℝ)
| Distinct | 1812 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 222.63459 |
| Minimum | 0 |
|---|---|
| Maximum | 1059 |
| Zeros | 5816 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 31 |
| median | 128 |
| Q3 | 359 |
| 95-th percentile | 728 |
| Maximum | 1059 |
| Range | 1059 |
| Interquartile range (IQR) | 328 |
Descriptive statistics
| Standard deviation | 237.00224 |
|---|---|
| Coefficient of variation (CV) | 1.0645346 |
| Kurtosis | 0.079793312 |
| Mean | 222.63459 |
| Median Absolute Deviation (MAD) | 107 |
| Skewness | 1.1026104 |
| Sum | 1.6492192 × 108 |
| Variance | 56170.061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 8387 | 1.1% |
| 16 | 8259 | 1.1% |
| 15 | 8233 | 1.1% |
| 23 | 8086 | 1.1% |
| 22 | 8063 | 1.1% |
| 24 | 8055 | 1.1% |
| 10 | 7833 | 1.1% |
| 21 | 7682 | 1.0% |
| 14 | 7626 | 1.0% |
| 9 | 7453 | 1.0% |
| Other values (1802) | 661097 |
| Value | Count | Frequency (%) |
| 0 | 5816 | |
| 1 | 5728 | |
| 2 | 5934 | |
| 3 | 6283 | |
| 4 | 5458 | |
| 6 | 235 | < 0.1% |
| 6.96 | 166 | < 0.1% |
| 7 | 6182 | |
| 7.04 | 92 | < 0.1% |
| 7.96 | 179 | < 0.1% |
| Value | Count | Frequency (%) |
| 1059 | 3 | < 0.1% |
| 1058 | 11 | |
| 1057 | 15 | |
| 1054 | 14 | |
| 1053 | 13 | |
| 1052 | 11 | |
| 1051 | 20 | |
| 1050 | 18 | |
| 1047 | 16 | |
| 1046 | 12 |
C_DELTA
Real number (ℝ)
| Distinct | 99334 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.59617125 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01853 |
| Q1 | 0.30461 |
| median | 0.689475 |
| Q3 | 0.88756 |
| 95-th percentile | 0.98674 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.58295 |
Descriptive statistics
| Standard deviation | 0.32890263 |
|---|---|
| Coefficient of variation (CV) | 0.55169154 |
| Kurtosis | -1.1945427 |
| Mean | 0.59617125 |
| Median Absolute Deviation (MAD) | 0.233835 |
| Skewness | -0.49431646 |
| Sum | 441628.16 |
| Variance | 0.10817694 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5159 | 0.7% |
| 0.00147 | 79 | < 0.1% |
| 0.00135 | 73 | < 0.1% |
| 0.0012 | 71 | < 0.1% |
| 0.00127 | 69 | < 0.1% |
| 0.00115 | 68 | < 0.1% |
| 0.00102 | 67 | < 0.1% |
| 0.00119 | 66 | < 0.1% |
| 0.00117 | 65 | < 0.1% |
| 0.00116 | 65 | < 0.1% |
| Other values (99324) | 734992 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 3 × 10-5 | 1 | < 0.1% |
| 4 × 10-5 | 3 | |
| 5 × 10-5 | 4 | |
| 8 × 10-5 | 4 | |
| 9 × 10-5 | 5 | |
| 0.0001 | 2 | < 0.1% |
| 0.00012 | 2 | < 0.1% |
| 0.00013 | 3 | |
| 0.00014 | 4 |
| Value | Count | Frequency (%) |
| 1 | 5159 | |
| 0.99999 | 5 | < 0.1% |
| 0.99998 | 11 | < 0.1% |
| 0.99997 | 8 | < 0.1% |
| 0.99996 | 5 | < 0.1% |
| 0.99995 | 11 | < 0.1% |
| 0.99994 | 12 | < 0.1% |
| 0.99993 | 9 | < 0.1% |
| 0.99992 | 10 | < 0.1% |
| 0.99991 | 9 | < 0.1% |
C_GAMMA
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 9177 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009146531 |
| Minimum | -4 × 10-5 |
|---|---|
| Maximum | 4.85902 |
| Zeros | 8633 |
| Zeros (%) | 1.2% |
| Negative | 2572 |
| Negative (%) | 0.3% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | -4 × 10-5 |
|---|---|
| 5-th percentile | 0.00013 |
| Q1 | 0.00191 |
| median | 0.00545 |
| Q3 | 0.01098 |
| 95-th percentile | 0.03247 |
| Maximum | 4.85902 |
| Range | 4.85906 |
| Interquartile range (IQR) | 0.00907 |
Descriptive statistics
| Standard deviation | 0.01506238 |
|---|---|
| Coefficient of variation (CV) | 1.6467861 |
| Kurtosis | 17759.658 |
| Mean | 0.009146531 |
| Median Absolute Deviation (MAD) | 0.00406 |
| Skewness | 72.989575 |
| Sum | 6775.5123 |
| Variance | 0.00022687529 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8633 | 1.2% |
| 6 × 10-5 | 2410 | 0.3% |
| 5 × 10-5 | 2381 | 0.3% |
| 4 × 10-5 | 2242 | 0.3% |
| 7 × 10-5 | 2210 | 0.3% |
| 9 × 10-5 | 2111 | 0.3% |
| 0.0001 | 2096 | 0.3% |
| 8 × 10-5 | 2063 | 0.3% |
| 0.00011 | 2042 | 0.3% |
| 0.00012 | 1967 | 0.3% |
| Other values (9167) | 712619 |
| Value | Count | Frequency (%) |
| -4 × 10-5 | 199 | < 0.1% |
| -3 × 10-5 | 505 | 0.1% |
| -2 × 10-5 | 823 | 0.1% |
| -1 × 10-5 | 1045 | 0.1% |
| 0 | 8633 | |
| 1 × 10-5 | 1550 | 0.2% |
| 2 × 10-5 | 1774 | 0.2% |
| 3 × 10-5 | 1934 | 0.3% |
| 4 × 10-5 | 2242 | 0.3% |
| 5 × 10-5 | 2381 | 0.3% |
| Value | Count | Frequency (%) |
| 4.85902 | 1 | |
| 2.34081 | 1 | |
| 2.03335 | 1 | |
| 1.96583 | 1 | |
| 1.89826 | 1 | |
| 1.88722 | 1 | |
| 1.85446 | 1 | |
| 1.8544 | 1 | |
| 1.55917 | 1 | |
| 1.48943 | 1 |
C_VEGA
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 115456 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.293344 |
| Minimum | -831.8998 |
|---|---|
| Maximum | 20.30734 |
| Zeros | 4745 |
| Zeros (%) | 0.6% |
| Negative | 221 |
| Negative (%) | < 0.1% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | -831.8998 |
|---|---|
| 5-th percentile | 0.00633 |
| Q1 | 0.06934 |
| median | 0.19004 |
| Q3 | 0.44005 |
| 95-th percentile | 0.9017635 |
| Maximum | 20.30734 |
| Range | 852.20714 |
| Interquartile range (IQR) | 0.37071 |
Descriptive statistics
| Standard deviation | 2.2031302 |
|---|---|
| Coefficient of variation (CV) | 7.5103981 |
| Kurtosis | 87167.296 |
| Mean | 0.293344 |
| Median Absolute Deviation (MAD) | 0.15177 |
| Skewness | -276.09448 |
| Sum | 217301.61 |
| Variance | 4.8537828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4745 | 0.6% |
| 0.00098 | 119 | < 0.1% |
| 0.00107 | 113 | < 0.1% |
| 0.00079 | 111 | < 0.1% |
| 0.00093 | 111 | < 0.1% |
| 0.00097 | 108 | < 0.1% |
| 0.00083 | 108 | < 0.1% |
| 0.00113 | 107 | < 0.1% |
| 0.00082 | 106 | < 0.1% |
| 0.00078 | 104 | < 0.1% |
| Other values (115446) | 735042 |
| Value | Count | Frequency (%) |
| -831.8998 | 1 | |
| -791.84214 | 1 | |
| -783.30045 | 1 | |
| -513.19982 | 1 | |
| -507.50149 | 1 | |
| -442.80003 | 1 | |
| -402.8003 | 1 | |
| -389.9996 | 1 | |
| -363.49975 | 1 | |
| -327.80032 | 1 |
| Value | Count | Frequency (%) |
| 20.30734 | 1 | |
| 19.82675 | 1 | |
| 19.1228 | 1 | |
| 18.58464 | 1 | |
| 18.42335 | 1 | |
| 18.23315 | 1 | |
| 17.98272 | 1 | |
| 17.31834 | 1 | |
| 16.49933 | 1 | |
| 16.31371 | 1 |
C_THETA
Real number (ℝ)
| Distinct | 30815 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.043295572 |
| Minimum | -4.99959 |
|---|---|
| Maximum | 0 |
| Zeros | 2249 |
| Zeros (%) | 0.3% |
| Negative | 738525 |
| Negative (%) | 99.7% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | -4.99959 |
|---|---|
| 5-th percentile | -0.13371 |
| Q1 | -0.05047 |
| median | -0.02622 |
| Q3 | -0.01493 |
| 95-th percentile | -0.00433 |
| Maximum | 0 |
| Range | 4.99959 |
| Interquartile range (IQR) | 0.03554 |
Descriptive statistics
| Standard deviation | 0.058013479 |
|---|---|
| Coefficient of variation (CV) | -1.3399403 |
| Kurtosis | 183.11862 |
| Mean | -0.043295572 |
| Median Absolute Deviation (MAD) | 0.01453 |
| Skewness | -7.4638835 |
| Sum | -32072.234 |
| Variance | 0.0033655638 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2249 | 0.3% |
| -0.01674 | 224 | < 0.1% |
| -0.01611 | 222 | < 0.1% |
| -0.01669 | 220 | < 0.1% |
| -0.01572 | 220 | < 0.1% |
| -0.01872 | 220 | < 0.1% |
| -0.01661 | 219 | < 0.1% |
| -0.01822 | 218 | < 0.1% |
| -0.0171 | 216 | < 0.1% |
| -0.01605 | 216 | < 0.1% |
| Other values (30805) | 736550 |
| Value | Count | Frequency (%) |
| -4.99959 | 1 | |
| -2.8047 | 1 | |
| -2.73061 | 1 | |
| -2.70521 | 1 | |
| -2.65492 | 1 | |
| -2.60507 | 1 | |
| -2.57964 | 1 | |
| -2.50014 | 1 | |
| -1.86002 | 1 | |
| -1.85804 | 1 |
| Value | Count | Frequency (%) |
| 0 | 2249 | |
| -1 × 10-5 | 16 | < 0.1% |
| -2 × 10-5 | 22 | < 0.1% |
| -3 × 10-5 | 16 | < 0.1% |
| -4 × 10-5 | 14 | < 0.1% |
| -5 × 10-5 | 17 | < 0.1% |
| -6 × 10-5 | 9 | < 0.1% |
| -7 × 10-5 | 11 | < 0.1% |
| -8 × 10-5 | 17 | < 0.1% |
| -9 × 10-5 | 25 | < 0.1% |
C_RHO
Real number (ℝ)
| Distinct | 157245 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.80027616 |
| Minimum | -858.74562 |
|---|---|
| Maximum | 474.04912 |
| Zeros | 2252 |
| Zeros (%) | 0.3% |
| Negative | 7061 |
| Negative (%) | 1.0% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | -858.74562 |
|---|---|
| 5-th percentile | 0.00167 |
| Q1 | 0.04267 |
| median | 0.16253 |
| Q3 | 0.54346 |
| 95-th percentile | 1.4547475 |
| Maximum | 474.04912 |
| Range | 1332.7947 |
| Interquartile range (IQR) | 0.50079 |
Descriptive statistics
| Standard deviation | 8.1475559 |
|---|---|
| Coefficient of variation (CV) | 10.18093 |
| Kurtosis | 2232.6923 |
| Mean | 0.80027616 |
| Median Absolute Deviation (MAD) | 0.14969 |
| Skewness | -3.6587131 |
| Sum | 592823.77 |
| Variance | 66.382667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2252 | 0.3% |
| 0.00049 | 323 | < 0.1% |
| 0.0003 | 288 | < 0.1% |
| 0.0005 | 287 | < 0.1% |
| 0.00048 | 284 | < 0.1% |
| 0.00051 | 278 | < 0.1% |
| 0.00039 | 276 | < 0.1% |
| 0.00046 | 272 | < 0.1% |
| 0.00037 | 269 | < 0.1% |
| 0.00023 | 268 | < 0.1% |
| Other values (157235) | 735977 |
| Value | Count | Frequency (%) |
| -858.74562 | 1 | |
| -822.00009 | 1 | |
| -809.50299 | 1 | |
| -797.50458 | 1 | |
| -785.50469 | 1 | |
| -773.00351 | 1 | |
| -748.2511 | 1 | |
| -724.25042 | 1 | |
| -700.5009 | 1 | |
| -682.50012 | 1 |
| Value | Count | Frequency (%) |
| 474.04912 | 1 | |
| 451.152 | 1 | |
| 437.59146 | 1 | |
| 434.28842 | 1 | |
| 426.81106 | 1 | |
| 419.92333 | 1 | |
| 416.98929 | 1 | |
| 415.95451 | 1 | |
| 411.73553 | 1 | |
| 407.28774 | 1 |
C_IV
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 109104 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.46240187 |
| Minimum | -0.0005 |
|---|---|
| Maximum | 61.72025 |
| Zeros | 53 |
| Zeros (%) | < 0.1% |
| Negative | 2393 |
| Negative (%) | 0.3% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | -0.0005 |
|---|---|
| 5-th percentile | 0.21819 |
| Q1 | 0.28282 |
| median | 0.33931 |
| Q3 | 0.44694 |
| 95-th percentile | 1.0398335 |
| Maximum | 61.72025 |
| Range | 61.72075 |
| Interquartile range (IQR) | 0.16412 |
Descriptive statistics
| Standard deviation | 0.68060993 |
|---|---|
| Coefficient of variation (CV) | 1.4719013 |
| Kurtosis | 1242.1237 |
| Mean | 0.46240187 |
| Median Absolute Deviation (MAD) | 0.070665 |
| Skewness | 25.821662 |
| Sum | 342535.28 |
| Variance | 0.46322988 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3 × 10-5 | 74 | < 0.1% |
| 0.00034 | 67 | < 0.1% |
| 0.00042 | 66 | < 0.1% |
| 0.00027 | 62 | < 0.1% |
| 0.29552 | 61 | < 0.1% |
| -5 × 10-5 | 61 | < 0.1% |
| 0.00021 | 61 | < 0.1% |
| 0.00026 | 60 | < 0.1% |
| 0.29403 | 60 | < 0.1% |
| 0.29294 | 59 | < 0.1% |
| Other values (109094) | 740143 |
| Value | Count | Frequency (%) |
| -0.0005 | 21 | < 0.1% |
| -0.00049 | 49 | |
| -0.00048 | 43 | |
| -0.00047 | 49 | |
| -0.00046 | 51 | |
| -0.00045 | 58 | |
| -0.00044 | 53 | |
| -0.00043 | 45 | |
| -0.00042 | 46 | |
| -0.00041 | 31 |
| Value | Count | Frequency (%) |
| 61.72025 | 1 | |
| 55.83797 | 1 | |
| 54.42318 | 1 | |
| 54.01149 | 1 | |
| 51.29721 | 1 | |
| 50.72417 | 1 | |
| 50.49236 | 1 | |
| 50.18894 | 1 | |
| 48.55927 | 1 | |
| 47.79657 | 1 |
C_VOLUME
Real number (ℝ)
| Distinct | 7200 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 203.65131 |
| Minimum | 1 |
|---|---|
| Maximum | 183723 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 22 |
| Q3 | 115 |
| 95-th percentile | 645 |
| Maximum | 183723 |
| Range | 183722 |
| Interquartile range (IQR) | 111 |
Descriptive statistics
| Standard deviation | 1569.2255 |
|---|---|
| Coefficient of variation (CV) | 7.7054526 |
| Kurtosis | 1887.4 |
| Mean | 203.65131 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 35.219036 |
| Sum | 1.508596 × 108 |
| Variance | 2462468.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 90691 | 12.2% |
| 2 | 49477 | 6.7% |
| 3 | 28385 | 3.8% |
| 4 | 24119 | 3.3% |
| 5 | 23643 | 3.2% |
| 10 | 18933 | 2.6% |
| 6 | 15750 | 2.1% |
| 7 | 12520 | 1.7% |
| 8 | 11982 | 1.6% |
| 11 | 10750 | 1.5% |
| Other values (7190) | 454524 |
| Value | Count | Frequency (%) |
| 1 | 90691 | |
| 2 | 49477 | |
| 3 | 28385 | 3.8% |
| 4 | 24119 | 3.3% |
| 5 | 23643 | 3.2% |
| 6 | 15750 | 2.1% |
| 7 | 12520 | 1.7% |
| 8 | 11982 | 1.6% |
| 9 | 9086 | 1.2% |
| 10 | 18933 | 2.6% |
| Value | Count | Frequency (%) |
| 183723 | 1 | |
| 138469 | 1 | |
| 135213 | 1 | |
| 131280 | 1 | |
| 130860 | 1 | |
| 128935 | 1 | |
| 122894 | 1 | |
| 122412 | 1 | |
| 120733 | 1 | |
| 115426 | 1 |
C_LAST
Real number (ℝ)
| Distinct | 17437 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.816217 |
| Minimum | 0.01 |
|---|---|
| Maximum | 396.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 4.6 |
| median | 18.05 |
| Q3 | 47.4 |
| 95-th percentile | 117.3 |
| Maximum | 396.1 |
| Range | 396.09 |
| Interquartile range (IQR) | 42.8 |
Descriptive statistics
| Standard deviation | 42.71999 |
|---|---|
| Coefficient of variation (CV) | 1.2632989 |
| Kurtosis | 7.5928274 |
| Mean | 33.816217 |
| Median Absolute Deviation (MAD) | 16.21 |
| Skewness | 2.3479908 |
| Sum | 25050174 |
| Variance | 1824.9975 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 13071 | 1.8% |
| 0.02 | 4994 | 0.7% |
| 0.03 | 3777 | 0.5% |
| 0.04 | 2920 | 0.4% |
| 0.05 | 2746 | 0.4% |
| 0.06 | 2332 | 0.3% |
| 0.07 | 2068 | 0.3% |
| 0.08 | 1904 | 0.3% |
| 0.1 | 1666 | 0.2% |
| 0.09 | 1614 | 0.2% |
| Other values (17427) | 703682 |
| Value | Count | Frequency (%) |
| 0.01 | 13071 | |
| 0.02 | 4994 | 0.7% |
| 0.03 | 3777 | 0.5% |
| 0.04 | 2920 | 0.4% |
| 0.05 | 2746 | 0.4% |
| 0.06 | 2332 | 0.3% |
| 0.07 | 2068 | 0.3% |
| 0.08 | 1904 | 0.3% |
| 0.09 | 1614 | 0.2% |
| 0.1 | 1666 | 0.2% |
| Value | Count | Frequency (%) |
| 396.1 | 2 | < 0.1% |
| 392.95 | 1 | < 0.1% |
| 389.6 | 1 | < 0.1% |
| 387.53 | 1 | < 0.1% |
| 386.4 | 4 | < 0.1% |
| 386.3 | 1 | < 0.1% |
| 377.81 | 10 | |
| 377.6 | 8 | |
| 376 | 1 | < 0.1% |
| 375.85 | 3 | < 0.1% |
C_SIZE
Categorical
| Distinct | 193090 |
|---|---|
| Distinct (%) | 26.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.7 MiB |
| 1 x 1 | 8067 |
|---|---|
| 10 x 10 | 5062 |
| 20 x 20 | 3121 |
| 60 x 60 | 2431 |
| 100 x 100 | 2282 |
| Other values (193085) |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 8.5405819 |
| Min length | 6 |
Characters and Unicode
| Total characters | 6326641 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 122182 ? |
|---|---|
| Unique (%) | 16.5% |
Sample
| 1st row | 95 x 179 |
|---|---|
| 2nd row | 1741 x 532 |
| 3rd row | 64 x 10 |
| 4th row | 335 x 316 |
| 5th row | 689 x 484 |
Common Values
| Value | Count | Frequency (%) |
| 1 x 1 | 8067 | 1.1% |
| 10 x 10 | 5062 | 0.7% |
| 20 x 20 | 3121 | 0.4% |
| 60 x 60 | 2431 | 0.3% |
| 100 x 100 | 2282 | 0.3% |
| 90 x 90 | 2135 | 0.3% |
| 2 x 1 | 1923 | 0.3% |
| 1 x 2 | 1776 | 0.2% |
| 2 x 2 | 1750 | 0.2% |
| 21 x 21 | 1703 | 0.2% |
| Other values (193080) | 710524 |
Length
| Value | Count | Frequency (%) |
| x | 740774 | |
| 1 | 69284 | 3.1% |
| 10 | 42398 | 1.9% |
| 20 | 41389 | 1.9% |
| 2 | 28541 | 1.3% |
| 21 | 23631 | 1.1% |
| 5 | 22093 | 1.0% |
| 30 | 19252 | 0.9% |
| 60 | 18680 | 0.8% |
| 11 | 18550 | 0.8% |
| Other values (2815) | 1197730 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2222322 | ||
| x | 740774 | 11.7% |
| 1 | 736901 | 11.6% |
| 2 | 454319 | 7.2% |
| 0 | 368355 | 5.8% |
| 3 | 341405 | 5.4% |
| 5 | 295283 | 4.7% |
| 4 | 277200 | 4.4% |
| 6 | 258978 | 4.1% |
| 7 | 223997 | 3.5% |
| Other values (2) | 407107 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3363545 | |
| Space Separator | 2222322 | |
| Lowercase Letter | 740774 | 11.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 736901 | |
| 2 | 454319 | |
| 0 | 368355 | |
| 3 | 341405 | |
| 5 | 295283 | |
| 4 | 277200 | 8.2% |
| 6 | 258978 | 7.7% |
| 7 | 223997 | 6.7% |
| 9 | 204500 | 6.1% |
| 8 | 202607 | 6.0% |
Space Separator
| Value | Count | Frequency (%) |
| 2222322 |
Lowercase Letter
| Value | Count | Frequency (%) |
| x | 740774 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5585867 | |
| Latin | 740774 | 11.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2222322 | ||
| 1 | 736901 | 13.2% |
| 2 | 454319 | 8.1% |
| 0 | 368355 | 6.6% |
| 3 | 341405 | 6.1% |
| 5 | 295283 | 5.3% |
| 4 | 277200 | 5.0% |
| 6 | 258978 | 4.6% |
| 7 | 223997 | 4.0% |
| 9 | 204500 | 3.7% |
Latin
| Value | Count | Frequency (%) |
| x | 740774 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6326641 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2222322 | ||
| x | 740774 | 11.7% |
| 1 | 736901 | 11.6% |
| 2 | 454319 | 7.2% |
| 0 | 368355 | 5.8% |
| 3 | 341405 | 5.4% |
| 5 | 295283 | 4.7% |
| 4 | 277200 | 4.4% |
| 6 | 258978 | 4.1% |
| 7 | 223997 | 3.5% |
| Other values (2) | 407107 | 6.4% |
C_BID
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 16551 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.236765 |
| Minimum | 0 |
|---|---|
| Maximum | 429.06 |
| Zeros | 14468 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.09 |
| Q1 | 4.5 |
| median | 17.85 |
| Q3 | 47.05 |
| 95-th percentile | 120.25 |
| Maximum | 429.06 |
| Range | 429.06 |
| Interquartile range (IQR) | 42.55 |
Descriptive statistics
| Standard deviation | 44.792394 |
|---|---|
| Coefficient of variation (CV) | 1.3083127 |
| Kurtosis | 9.0381223 |
| Mean | 34.236765 |
| Median Absolute Deviation (MAD) | 16.09 |
| Skewness | 2.5523002 |
| Sum | 25361706 |
| Variance | 2006.3585 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14468 | 2.0% |
| 0.01 | 5033 | 0.7% |
| 0.02 | 3739 | 0.5% |
| 0.03 | 2986 | 0.4% |
| 0.05 | 2467 | 0.3% |
| 0.04 | 2369 | 0.3% |
| 0.06 | 2017 | 0.3% |
| 0.07 | 1877 | 0.3% |
| 0.08 | 1645 | 0.2% |
| 0.1 | 1624 | 0.2% |
| Other values (16541) | 702549 |
| Value | Count | Frequency (%) |
| 0 | 14468 | |
| 0.01 | 5033 | 0.7% |
| 0.02 | 3739 | 0.5% |
| 0.03 | 2986 | 0.4% |
| 0.04 | 2369 | 0.3% |
| 0.05 | 2467 | 0.3% |
| 0.06 | 2017 | 0.3% |
| 0.07 | 1877 | 0.3% |
| 0.08 | 1645 | 0.2% |
| 0.09 | 1480 | 0.2% |
| Value | Count | Frequency (%) |
| 429.06 | 1 | |
| 423.8 | 1 | |
| 423.7 | 1 | |
| 422.95 | 1 | |
| 422.81 | 1 | |
| 422.71 | 1 | |
| 422.2 | 1 | |
| 421.9 | 1 | |
| 420.91 | 1 | |
| 418.9 | 1 |
C_ASK
Real number (ℝ)
| Distinct | 16687 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.95558 |
| Minimum | 0 |
|---|---|
| Maximum | 433.39 |
| Zeros | 1209 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.12 |
| Q1 | 4.75 |
| median | 18.35 |
| Q3 | 48.11 |
| 95-th percentile | 122.5 |
| Maximum | 433.39 |
| Range | 433.39 |
| Interquartile range (IQR) | 43.36 |
Descriptive statistics
| Standard deviation | 45.439213 |
|---|---|
| Coefficient of variation (CV) | 1.299913 |
| Kurtosis | 8.9065231 |
| Mean | 34.95558 |
| Median Absolute Deviation (MAD) | 16.45 |
| Skewness | 2.5357851 |
| Sum | 25894184 |
| Variance | 2064.7221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 8686 | 1.2% |
| 0.02 | 5547 | 0.7% |
| 0.03 | 3949 | 0.5% |
| 0.04 | 3210 | 0.4% |
| 0.05 | 2727 | 0.4% |
| 0.06 | 2234 | 0.3% |
| 0.07 | 2130 | 0.3% |
| 0.08 | 1922 | 0.3% |
| 0.09 | 1770 | 0.2% |
| 0.1 | 1732 | 0.2% |
| Other values (16677) | 706867 |
| Value | Count | Frequency (%) |
| 0 | 1209 | 0.2% |
| 0.01 | 8686 | |
| 0.02 | 5547 | |
| 0.03 | 3949 | |
| 0.04 | 3210 | 0.4% |
| 0.05 | 2727 | 0.4% |
| 0.06 | 2234 | 0.3% |
| 0.07 | 2130 | 0.3% |
| 0.08 | 1922 | 0.3% |
| 0.09 | 1770 | 0.2% |
| Value | Count | Frequency (%) |
| 433.39 | 1 | |
| 427.56 | 1 | |
| 427.25 | 1 | |
| 427.01 | 1 | |
| 427 | 1 | |
| 426.5 | 1 | |
| 426.05 | 1 | |
| 425.41 | 1 | |
| 425.25 | 1 | |
| 422.61 | 1 |
STRIKE
Real number (ℝ)
| Distinct | 447 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 169.37161 |
| Minimum | 2.5 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | 2.5 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 115 |
| median | 155 |
| Q3 | 200 |
| 95-th percentile | 335 |
| Maximum | 1000 |
| Range | 997.5 |
| Interquartile range (IQR) | 85 |
Descriptive statistics
| Standard deviation | 82.578649 |
|---|---|
| Coefficient of variation (CV) | 0.48755897 |
| Kurtosis | 3.1586629 |
| Mean | 169.37161 |
| Median Absolute Deviation (MAD) | 42.5 |
| Skewness | 1.4223541 |
| Sum | 1.2546609 × 108 |
| Variance | 6819.2333 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 160 | 18703 | 2.5% |
| 150 | 18534 | 2.5% |
| 170 | 18395 | 2.5% |
| 165 | 18124 | 2.4% |
| 155 | 18087 | 2.4% |
| 175 | 17829 | 2.4% |
| 180 | 17487 | 2.4% |
| 145 | 17404 | 2.3% |
| 140 | 17382 | 2.3% |
| 185 | 16181 | 2.2% |
| Other values (437) | 562648 |
| Value | Count | Frequency (%) |
| 2.5 | 46 | < 0.1% |
| 5 | 2 | < 0.1% |
| 7.5 | 17 | < 0.1% |
| 10 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 17.5 | 19 | < 0.1% |
| 18.75 | 133 | |
| 20 | 176 | |
| 21.25 | 101 | |
| 22.5 | 220 |
| Value | Count | Frequency (%) |
| 1000 | 5 | < 0.1% |
| 900 | 6 | < 0.1% |
| 800 | 1 | < 0.1% |
| 780 | 1 | < 0.1% |
| 750 | 2 | < 0.1% |
| 740 | 3 | < 0.1% |
| 730 | 1 | < 0.1% |
| 725 | 5 | < 0.1% |
| 720 | 18 | |
| 710 | 2 | < 0.1% |
STRIKE_DISTANCE
Real number (ℝ)
| Distinct | 3118 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.107127 |
| Minimum | 0 |
|---|---|
| Maximum | 500.8 |
| Zeros | 1113 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.4 |
| Q1 | 12.1 |
| median | 29.6 |
| Q3 | 61.1 |
| 95-th percentile | 133.4 |
| Maximum | 500.8 |
| Range | 500.8 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 45.828131 |
|---|---|
| Coefficient of variation (CV) | 1.0390187 |
| Kurtosis | 7.0167252 |
| Mean | 44.107127 |
| Median Absolute Deviation (MAD) | 20.9 |
| Skewness | 2.1923291 |
| Sum | 32673413 |
| Variance | 2100.2176 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 2415 | 0.3% |
| 10 | 2149 | 0.3% |
| 4 | 2001 | 0.3% |
| 2 | 1975 | 0.3% |
| 3 | 1968 | 0.3% |
| 7 | 1952 | 0.3% |
| 6 | 1938 | 0.3% |
| 8 | 1895 | 0.3% |
| 1 | 1864 | 0.3% |
| 15 | 1856 | 0.3% |
| Other values (3108) | 720761 |
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 0.1 | 1623 | |
| 0.2 | 1488 | |
| 0.3 | 1491 | |
| 0.4 | 1370 | |
| 0.5 | 1560 | |
| 0.6 | 1295 | |
| 0.7 | 1354 | |
| 0.8 | 1663 | |
| 0.9 | 1578 |
| Value | Count | Frequency (%) |
| 500.8 | 2 | |
| 500 | 3 | |
| 447.8 | 1 | < 0.1% |
| 440.2 | 1 | < 0.1% |
| 440 | 1 | < 0.1% |
| 431.2 | 1 | < 0.1% |
| 425 | 2 | |
| 424.3 | 2 | |
| 424.2 | 2 | |
| 422.5 | 2 |
STRIKE_DISTANCE_PCT
Real number (ℝ)
| Distinct | 1423 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23673155 |
| Minimum | 0 |
|---|---|
| Maximum | 1.895 |
| Zeros | 1567 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.015 |
| Q1 | 0.075 |
| median | 0.174 |
| Q3 | 0.35 |
| 95-th percentile | 0.652 |
| Maximum | 1.895 |
| Range | 1.895 |
| Interquartile range (IQR) | 0.275 |
Descriptive statistics
| Standard deviation | 0.2061734 |
|---|---|
| Coefficient of variation (CV) | 0.87091647 |
| Kurtosis | 1.4725355 |
| Mean | 0.23673155 |
| Median Absolute Deviation (MAD) | 0.118 |
| Skewness | 1.2263407 |
| Sum | 175364.57 |
| Variance | 0.042507472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.017 | 2805 | 0.4% |
| 0.046 | 2770 | 0.4% |
| 0.031 | 2751 | 0.4% |
| 0.029 | 2736 | 0.4% |
| 0.025 | 2713 | 0.4% |
| 0.04 | 2690 | 0.4% |
| 0.027 | 2669 | 0.4% |
| 0.059 | 2668 | 0.4% |
| 0.03 | 2656 | 0.4% |
| 0.043 | 2641 | 0.4% |
| Other values (1413) | 713675 |
| Value | Count | Frequency (%) |
| 0 | 1567 | |
| 0.001 | 2326 | |
| 0.002 | 2406 | |
| 0.003 | 2279 | |
| 0.004 | 2223 | |
| 0.005 | 2425 | |
| 0.006 | 2400 | |
| 0.007 | 2237 | |
| 0.008 | 2554 | |
| 0.009 | 2453 |
| Value | Count | Frequency (%) |
| 1.895 | 1 | |
| 1.874 | 1 | |
| 1.86 | 1 | |
| 1.84 | 1 | |
| 1.833 | 2 | |
| 1.8 | 1 | |
| 1.784 | 1 | |
| 1.777 | 1 | |
| 1.765 | 1 | |
| 1.763 | 1 |
| UNDERLYING_LAST | EXPIRE_UNIX | DTE | C_DELTA | C_GAMMA | C_VEGA | C_THETA | C_RHO | C_IV | C_VOLUME | C_LAST | C_BID | C_ASK | STRIKE | STRIKE_DISTANCE | STRIKE_DISTANCE_PCT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UNDERLYING_LAST | 1.000 | -0.084 | 0.038 | 0.050 | -0.287 | 0.304 | -0.354 | 0.177 | 0.023 | -0.100 | 0.291 | 0.291 | 0.296 | 0.665 | 0.302 | 0.016 |
| EXPIRE_UNIX | -0.084 | 1.000 | 0.344 | -0.019 | -0.134 | 0.200 | 0.129 | 0.306 | 0.102 | -0.108 | 0.095 | 0.093 | 0.095 | -0.037 | 0.125 | 0.174 |
| DTE | 0.038 | 0.344 | 1.000 | -0.051 | -0.241 | 0.765 | 0.452 | 0.833 | -0.152 | -0.203 | 0.333 | 0.328 | 0.334 | -0.003 | 0.271 | 0.288 |
| C_DELTA | 0.050 | -0.019 | -0.051 | 1.000 | -0.349 | -0.205 | -0.098 | 0.220 | 0.498 | -0.418 | 0.836 | 0.839 | 0.835 | -0.556 | 0.224 | 0.217 |
| C_GAMMA | -0.287 | -0.134 | -0.241 | -0.349 | 1.000 | 0.155 | -0.412 | -0.124 | -0.603 | 0.471 | -0.561 | -0.560 | -0.564 | 0.056 | -0.867 | -0.823 |
| C_VEGA | 0.304 | 0.200 | 0.765 | -0.205 | 0.155 | 1.000 | -0.076 | 0.793 | -0.342 | 0.015 | 0.184 | 0.180 | 0.186 | 0.332 | -0.114 | -0.214 |
| C_THETA | -0.354 | 0.129 | 0.452 | -0.098 | -0.412 | -0.076 | 1.000 | 0.154 | -0.098 | -0.173 | -0.051 | -0.053 | -0.052 | -0.242 | 0.369 | 0.525 |
| C_RHO | 0.177 | 0.306 | 0.833 | 0.220 | -0.124 | 0.793 | 0.154 | 1.000 | -0.091 | -0.220 | 0.535 | 0.532 | 0.536 | -0.025 | 0.086 | 0.038 |
| C_IV | 0.023 | 0.102 | -0.152 | 0.498 | -0.603 | -0.342 | -0.098 | -0.091 | 1.000 | -0.352 | 0.534 | 0.535 | 0.534 | -0.306 | 0.493 | 0.497 |
| C_VOLUME | -0.100 | -0.108 | -0.203 | -0.418 | 0.471 | 0.015 | -0.173 | -0.220 | -0.352 | 1.000 | -0.477 | -0.476 | -0.480 | 0.179 | -0.439 | -0.430 |
| C_LAST | 0.291 | 0.095 | 0.333 | 0.836 | -0.561 | 0.184 | -0.051 | 0.535 | 0.534 | -0.477 | 1.000 | 0.999 | 0.999 | -0.364 | 0.428 | 0.354 |
| C_BID | 0.291 | 0.093 | 0.328 | 0.839 | -0.560 | 0.180 | -0.053 | 0.532 | 0.535 | -0.476 | 0.999 | 1.000 | 1.000 | -0.366 | 0.427 | 0.353 |
| C_ASK | 0.296 | 0.095 | 0.334 | 0.835 | -0.564 | 0.186 | -0.052 | 0.536 | 0.534 | -0.480 | 0.999 | 1.000 | 1.000 | -0.359 | 0.431 | 0.356 |
| STRIKE | 0.665 | -0.037 | -0.003 | -0.556 | 0.056 | 0.332 | -0.242 | -0.025 | -0.306 | 0.179 | -0.364 | -0.366 | -0.359 | 1.000 | 0.061 | -0.158 |
| STRIKE_DISTANCE | 0.302 | 0.125 | 0.271 | 0.224 | -0.867 | -0.114 | 0.369 | 0.086 | 0.493 | -0.439 | 0.428 | 0.427 | 0.431 | 0.061 | 1.000 | 0.946 |
| STRIKE_DISTANCE_PCT | 0.016 | 0.174 | 0.288 | 0.217 | -0.823 | -0.214 | 0.525 | 0.038 | 0.497 | -0.430 | 0.354 | 0.353 | 0.356 | -0.158 | 0.946 | 1.000 |
| QUOTE_DATE | UNDERLYING_LAST | EXPIRE_DATE | EXPIRE_UNIX | DTE | C_DELTA | C_GAMMA | C_VEGA | C_THETA | C_RHO | C_IV | C_VOLUME | C_LAST | C_SIZE | C_BID | C_ASK | STRIKE | STRIKE_DISTANCE | STRIKE_DISTANCE_PCT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2016-01-04 | 105.35 | 2016-07-15 | 1468612800 | 192.96 | 0.26181 | 0.01644 | 0.24937 | -0.01543 | 0.12803 | 0.25910 | 688.0 | 2.59 | 95 x 179 | 2.85 | 2.92 | 120.0 | 14.7 | 0.139 |
| 1 | 2016-01-04 | 105.35 | 2016-04-15 | 1460750400 | 101.96 | 0.70669 | 0.02061 | 0.19101 | -0.02613 | 0.15454 | 0.30183 | 4.0 | 10.55 | 1741 x 532 | 10.80 | 11.01 | 97.5 | 7.8 | 0.075 |
| 2 | 2016-01-04 | 105.35 | 2016-04-15 | 1460750400 | 101.96 | 0.65154 | 0.02256 | 0.20611 | -0.02747 | 0.14980 | 0.29516 | 688.0 | 9.10 | 64 x 10 | 9.20 | 9.25 | 100.0 | 5.3 | 0.051 |
| 3 | 2016-01-04 | 105.35 | 2016-04-15 | 1460750400 | 101.96 | 0.28002 | 0.02283 | 0.18816 | -0.02274 | 0.07569 | 0.26419 | 655.0 | 2.38 | 335 x 316 | 2.35 | 2.43 | 115.0 | 9.7 | 0.092 |
| 4 | 2016-01-04 | 105.35 | 2016-04-15 | 1460750400 | 101.96 | 0.06729 | 0.00901 | 0.07298 | -0.00907 | 0.01932 | 0.25771 | 260.0 | 0.42 | 689 x 484 | 0.38 | 0.43 | 130.0 | 24.7 | 0.234 |
| 5 | 2016-01-04 | 105.35 | 2016-04-15 | 1460750400 | 101.96 | 0.04182 | 0.00603 | 0.05037 | -0.00657 | 0.01205 | 0.26220 | 199.0 | 0.25 | 175 x 626 | 0.21 | 0.27 | 135.0 | 29.7 | 0.281 |
| 6 | 2016-01-04 | 105.35 | 2016-04-15 | 1460750400 | 101.96 | 0.02506 | 0.00396 | 0.03337 | -0.00401 | 0.00700 | 0.26767 | 106.0 | 0.15 | 447 x 4 | 0.12 | 0.15 | 140.0 | 34.7 | 0.329 |
| 7 | 2016-01-04 | 105.35 | 2016-04-15 | 1460750400 | 101.96 | 0.01703 | 0.00271 | 0.02352 | -0.00339 | 0.00468 | 0.27741 | 30.0 | 0.10 | 1032 x 732 | 0.06 | 0.12 | 145.0 | 39.7 | 0.376 |
| 8 | 2016-01-04 | 105.35 | 2016-04-15 | 1460750400 | 101.96 | 0.01105 | 0.00175 | 0.01551 | -0.00170 | 0.00260 | 0.28340 | 164.0 | 0.08 | 1403 x 737 | 0.02 | 0.09 | 150.0 | 44.7 | 0.424 |
| 9 | 2016-01-04 | 105.35 | 2016-06-17 | 1466193600 | 164.96 | 0.91103 | 0.00158 | 0.08025 | -0.01098 | 0.05264 | 0.51127 | 10.0 | 39.20 | 48 x 41 | 40.30 | 40.80 | 65.0 | 40.3 | 0.383 |
| QUOTE_DATE | UNDERLYING_LAST | EXPIRE_DATE | EXPIRE_UNIX | DTE | C_DELTA | C_GAMMA | C_VEGA | C_THETA | C_RHO | C_IV | C_VOLUME | C_LAST | C_SIZE | C_BID | C_ASK | STRIKE | STRIKE_DISTANCE | STRIKE_DISTANCE_PCT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 740764 | 2023-06-30 | 193.78 | 2023-08-18 | 1692388800 | 49.00 | 0.78587 | 0.01465 | 0.20599 | -0.06325 | 0.18514 | 0.27468 | 711.0 | 16.82 | 4 x 8 | 16.60 | 16.70 | 180.0 | 13.8 | 0.071 |
| 740765 | 2023-06-30 | 193.78 | 2023-08-18 | 1692388800 | 49.00 | 0.71353 | 0.01868 | 0.24139 | -0.06681 | 0.17107 | 0.25357 | 1653.0 | 12.50 | 48 x 118 | 12.50 | 12.65 | 185.0 | 8.8 | 0.045 |
| 740766 | 2023-06-30 | 193.78 | 2023-08-18 | 1692388800 | 49.00 | 0.61663 | 0.02277 | 0.27109 | -0.06868 | 0.15011 | 0.23311 | 5276.0 | 8.95 | 519 x 13 | 8.85 | 8.95 | 190.0 | 3.8 | 0.020 |
| 740767 | 2023-06-30 | 193.78 | 2023-08-18 | 1692388800 | 49.00 | 0.49588 | 0.02542 | 0.28387 | -0.06699 | 0.12323 | 0.21822 | 3018.0 | 5.87 | 20 x 32 | 5.85 | 5.90 | 195.0 | 1.2 | 0.006 |
| 740768 | 2023-06-30 | 193.78 | 2023-08-18 | 1692388800 | 49.00 | 0.36421 | 0.02543 | 0.26764 | -0.05859 | 0.09091 | 0.20543 | 4634.0 | 3.52 | 5 x 414 | 3.50 | 3.55 | 200.0 | 6.2 | 0.032 |
| 740769 | 2023-06-30 | 193.78 | 2023-08-18 | 1692388800 | 49.00 | 0.23988 | 0.02206 | 0.22215 | -0.04608 | 0.06025 | 0.19648 | 3189.0 | 1.94 | 130 x 89 | 1.89 | 1.94 | 205.0 | 11.2 | 0.058 |
| 740770 | 2023-06-30 | 193.78 | 2023-08-18 | 1692388800 | 49.00 | 0.08106 | 0.01089 | 0.10746 | -0.02092 | 0.02028 | 0.19127 | 1378.0 | 0.50 | 103 x 10 | 0.48 | 0.50 | 215.0 | 21.2 | 0.110 |
| 740771 | 2023-06-30 | 193.78 | 2023-09-15 | 1694808000 | 77.00 | 0.97397 | 0.00052 | 0.04964 | -0.03801 | 0.11192 | 1.20858 | 2.0 | 118.80 | 90 x 65 | 118.55 | 121.35 | 75.0 | 118.8 | 0.613 |
| 740772 | 2023-06-30 | 193.78 | 2023-08-18 | 1692388800 | 49.00 | 0.14302 | 0.01650 | 0.16193 | -0.03228 | 0.03659 | 0.19145 | 2771.0 | 0.98 | 191 x 95 | 0.96 | 0.99 | 210.0 | 16.2 | 0.084 |
| 740773 | 2023-06-30 | 193.78 | 2025-12-19 | 1766178000 | 903.04 | 0.40507 | 0.00533 | 1.15443 | -0.02054 | 1.52542 | 0.23167 | 7.0 | 17.10 | 58 x 217 | 15.50 | 18.60 | 245.0 | 51.2 | 0.264 |